Martin Trnecka

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 36

Top Topics

Factor Analysis

Variational Bayesian

Matrix Factorization

Top Venues

Knowl. Based Syst.

Int. J. Gen. Syst.

Int. J. Approx. Reason.

Publications

Francisco José Valverde Albacete, Martin Trnecka, Sadok Ben Yahia
Special Issue on Concept Lattices and their Applications (CLA 2020). Int. J. Approx. Reason. 164 (2024)
Radim Belohlávek, Martin Trnecka
Semantic explorations in factorizing Boolean data via formal concepts. Int. J. Approx. Reason. 173 (2024)
Martin Trnecka, Roman Vyjidacek
What Can FCA-Based Boolean Matrix Factorization Do for Object-Attribute Biclustering? CONCEPTS (2024)
Jan Konecny, Martin Trnecka
Boolean matrix factorization for symmetric binary variables. Knowl. Based Syst. 279 (2023)
Martin Trnecka, Roman Vyjidacek
Revisiting the GreCon algorithm for Boolean matrix factorization. Knowl. Based Syst. 249 (2022)
Martin Trnecka, Marketa Trneckova
Boolean matrix factorization with background knowledge. Knowl. Based Syst. 241 (2022)
Jan Konecny, Martin Trnecka
Boolean Matrix Factorization for Data with Symmetric Variables. ICDM (2022)
Martin Trnecka, Marketa Trneckova
Model order selection for approximate Boolean matrix factorization problem. Knowl. Based Syst. 227 (2021)
Petr Krajca, Martin Trnecka
Reducing Negative Impact of Noise in Boolean Matrix Factorization with Association Rules. IDA (2021)
Eduard Bartl, Martin Trnecka
Covering of minimal solutions to fuzzy relational equations. Int. J. Gen. Syst. 50 (2) (2021)
Martin Trnecka, Marketa Trneckova
An Incremental Recomputation of From-Below Boolean Matrix Factorization. ICFCA (2021)
Tatiana Makhalova, Martin Trnecka
From-below Boolean matrix factorization algorithm based on MDL. Adv. Data Anal. Classif. 15 (1) (2021)
Radim Belohlávek, Martin Trnecka
The 8M Algorithm from Today's Perspective. ACM Trans. Knowl. Discov. Data 15 (2) (2021)
Martin Trnecka, Marketa Trneckova
Simple Structure in Boolean Matrix Factorization. CLA (2020)
Radim Belohlávek, Martin Trnecka
Basic level of concepts in formal concept analysis 1: formalization and utilization. Int. J. Gen. Syst. 49 (7) (2020)
Martin Trnecka, Roman Vyjidacek
Revisiting the GreCon Algorithm for Boolean Matrix Factorization. CLA (2020)
Martin Trnecka, Marketa Trneckova
An incremental algorithm for the role mining problem. Comput. Secur. 94 (2020)
Radim Belohlávek, Martin Trnecka
Basic level of concepts and formal concept analysis 2: examination of existing basic level metrics. Int. J. Gen. Syst. 49 (7) (2020)
Jan Outrata, Martin Trnecka
Parallel exploration of partial solutions in Boolean matrix factorization. J. Parallel Distributed Comput. 123 (2019)
Tatiana P. Makhalova, Martin Trnecka
From-Below Boolean Matrix Factorization Algorithm Based on MDL. CoRR (2019)
Petr Krajca, Martin Trnecka
Parallelization of the GreConD Algorithm for Boolean Matrix Factorization. ICFCA (2019)
Tatiana Makhalova, Martin Trnecka
A Study of Boolean Matrix Factorization Under Supervised Settings. ICFCA (2019)
Radim Belohlávek, Jan Outrata, Martin Trnecka
Factorizing Boolean matrices using formal concepts and iterative usage of essential entries. Inf. Sci. 489 (2019)
Radim Belohlávek, Jan Outrata, Martin Trnecka
Toward quality assessment of Boolean matrix factorizations. Inf. Sci. 459 (2018)
Radim Belohlávek, Martin Trnecka
A new algorithm for Boolean matrix factorization which admits overcovering. Discret. Appl. Math. 249 (2018)
Martin Trnecka, Marketa Trneckova
Data Reduction for Boolean Matrix Factorization Algorithms Based on Formal Concept Analysis. Knowl. Based Syst. 158 (2018)
Radim Belohlávek, Martin Trnecka
The 8M Algorithm from Today's Perspective. CLA (2018)
Petr Krajca, Martin Trnecka
Basic Level Concepts as a Means to Better Interpretability of Boolean Matrix Factors and Their Application to Clustering. MDAI (2018)
Martin Trnecka, Marketa Trneckova
Can We Measure the Interpretability of Factors? CLA (2018)
Radim Belohlávek, Martin Trnecka
Handling noise in Boolean matrix factorization. Int. J. Approx. Reason. 96 (2018)
Radim Belohlávek, Martin Trnecka
Handling Noise in Boolean Matrix Factorization. IJCAI (2017)
Petr Osicka, Martin Trnecka
Boolean Matrix Decomposition by Formal Concept Sampling. CIKM (2017)
Radim Belohlávek, Jan Outrata, Martin Trnecka
How to assess quality of BMF algorithms? IEEE Conf. on Intelligent Systems (2016)
Jan Outrata, Martin Trnecka
Evaluating Association Rules in Boolean Matrix Factorization. ITAT (2016)
Martin Trnecka, Marketa Trneckova
Decomposition of Boolean multi-relational data with graded relations. IEEE Conf. on Intelligent Systems (2016)
Radim Belohlávek, Martin Trnecka
From-below approximations in Boolean matrix factorization: Geometry and new algorithm. J. Comput. Syst. Sci. 81 (8) (2015)
Martin Trnecka, Marketa Trneckova
An Algorithm for the Multi-Relational Boolean Factor Analysis based on Essential Elements. CLA (2014)
Radim Belohlávek, Jan Outrata, Martin Trnecka
Impact of Boolean factorization as preprocessing methods for classification of Boolean data. Ann. Math. Artif. Intell. 72 (1-2) (2014)
Markéta Krmelová, Martin Trnecka
Boolean Factor Analysis of Multi-Relational Data. CLA (2013)
Radim Belohlávek, Martin Trnecka
From-Below Approximations in Boolean Matrix Factorization: Geometry and New Algorithm. CoRR (2013)
Radim Belohlávek, Martin Trnecka
Basic Level in Formal Concept Analysis: Interesting Concepts and Psychological Ramifications. IJCAI (2013)
Radim Belohlávek, Martin Trnecka
Basic Level of Concepts in Formal Concept Analysis. ICFCA (2012)
Radim Belohlávek, Jan Outrata, Martin Trnecka
Impact of Boolean Factorization as Preprocessing Methods for Classification of Boolean Data. CLA (2012)